Binomial and Geometric · Superchallenge problem

A bent coin's probability of heads $p$ is unknown: $p$ is chosen uniformly at random from the interval $[0, 1]$, and then the coin is tossed $10$ times, the tosses being independent once $p$ is fixed. Let $X$ be the number of heads. Find $\operatorname{Var}(X)$.